Record, CLM, bronze and silver
CLM-428646
Received 2026-08-04T22:47:37Z, line 15,628 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MADISOON | Madisoon | Changed |
| Middle | J | J | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | ·12/21/67 | 1967-12-21 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| madison.johnston@hotmail.com | madison.johnston@hotmail.com | Unchanged | |
| Address | 5120 Palm Dr | 5120 Palm Dr | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85010 | 85010 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- madisoon|johnston
- Address key
- 5120|palm|85010
- Canonical first
- madisoon
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-137591 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028144
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Johnston, 1967-12-21, 2 records, Verified
Evidence
Matched against ENR-137591
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1c8f7caff92026-10-22 12:43:54, scoring_agentidentity id MBR-028144, confidence 0.996, method probabilistic, matched record ENR-137591, policy version 1
- Record linked automaticallyee8a8c119c2026-10-19 19:54:38, scoring_agentidentity id MBR-028144, confidence 0.996, method probabilistic, matched record ENR-137591, policy version 1
- Record linked automaticallyec999c0b032026-10-19 19:52:09, scoring_agentidentity id MBR-028144, confidence 0.996, method probabilistic, matched record ENR-137591, policy version 1
- Record linked automatically11bee901b02026-10-19 19:45:42, scoring_agentidentity id MBR-028144, confidence 0.996, method probabilistic, matched record ENR-137591, policy version 1
- Record linked automatically27a01de9332026-10-19 19:32:31, scoring_agentidentity id MBR-028144, confidence 0.996, method probabilistic, matched record ENR-137591, policy version 1
- Record linked automatically14ae37a3d62026-10-19 19:31:28, matching_agentidentity id MBR-017097, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137849